Guy Aridor (rawls238)

rawls238

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Company:Northwestern University

Location:Evanston, IL

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Guy Aridor's starred repositories

papers-we-love

Papers from the computer science community to read and discuss.

fast-style-transfer

TensorFlow CNN for fast style transfer ⚡🖥🎨🖼

lowlevelprogramming-university

How to be low-level programmer

the-algorithm-ml

Source code for Twitter's Recommendation Algorithm

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covid-19-data

A repository of data on coronavirus cases and deaths in the U.S.

RSPapers

A Curated List of Must-read Papers on Recommender System.

EconML

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

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trfl

TensorFlow Reinforcement Learning

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botorch

Bayesian optimization in PyTorch

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Ax

Adaptive Experimentation Platform

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wesanderson

A Wes Anderson color palette for R

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pandas-js

Pandas in JavaScript for data analysis and visualization

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paperswithcode-data

The full dataset behind paperswithcode.com

sota-extractor

The SOTA extractor pipeline

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pyblp

BLP Demand Estimation with Python

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sotabench-eval

Easily evaluate machine learning models on public benchmarks

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awesome-safegraph-datascience

A community-supported list of awesome data science resources relevant to SafeGraph data

iap-cidl

Causal Inference & Deep Learning, MIT IAP 2018

AutoTriever

Remote client for distributed automated HTTP(s) content fetching.

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StructuredQueries.jl

Query representations for Julia

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pystout

A Package To Make Publication Quality Latex Tables From Python Regression Output

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python-sdk-demo-app

Python Full Stack demo application

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sotabench-api

Easily benchmark Machine Learning models on selected tasks and datasets

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Bandits.jl

Implementation of multi-armed bandits in Julia

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javascript-sdk-demo-app

JavaScript (Frontend) Full Stack demo application

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time_use_study_chrome_extension

The source code for the time use study chrome extension

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